Index

A

Ackley (class in nubo.test_functions.ackley) AcquisitionFunction (class in nubo.acquisition.acquisition_function)

adam() (in module nubo.optimisation.adam) adam_mixed() (in module nubo.optimisation.adam)

D

DixonPrice (class in nubo.test_functions.dixonprice)

E

envbo() (in module nubo.algorithms.environmental_conditions) ENVBOPredictionModel (class in nubo.algorithms.environmental_conditions) eval() (nubo.acquisition.analytical.ExpectedImprovement method) (nubo.acquisition.analytical.UpperConfidenceBound method) (nubo.acquisition.monte_carlo.MCExpectedImprovement method) (nubo.acquisition.monte_carlo.MCUpperConfidenceBound method) (nubo.test_functions.ackley.Ackley method) (nubo.test_functions.dixonprice.DixonPrice method) (nubo.test_functions.griewank.Griewank method) (nubo.test_functions.hartmann.Hartmann3D method) (nubo.test_functions.hartmann.Hartmann6D method) (nubo.test_functions.levy.Levy method) (nubo.test_functions.rastrigin.Rastrigin method) (nubo.test_functions.schwefel.Schwefel method) (nubo.test_functions.sphere.Sphere method) (nubo.test_functions.sumsquares.SumSquares method) (nubo.test_functions.zakharov.Zakharov method)

ExpectedImprovement (class in nubo.acquisition.analytical)

F

fit_gp() (in module nubo.models.fit)

forward() (nubo.models.gaussian_process.GaussianProcess method)

G

GaussianProcess (class in nubo.models.gaussian_process) gen_candidates() (in module nubo.optimisation.utils)

gen_inputs() (in module nubo.utils.generate_inputs) Griewank (class in nubo.test_functions.griewank)

H

Hartmann3D (class in nubo.test_functions.hartmann)

Hartmann6D (class in nubo.test_functions.hartmann)

L

LatinHypercubeSampling (class in nubo.utils.latin_hypercube)

lbfgsb() (in module nubo.optimisation.lbfgsb) Levy (class in nubo.test_functions.levy)

M

maximin() (nubo.utils.latin_hypercube.LatinHypercubeSampling method) MCExpectedImprovement (class in nubo.acquisition.monte_carlo) MCUpperConfidenceBound (class in nubo.acquisition.monte_carlo) mixed() (in module nubo.optimisation.mixed) module nubo.acquisition.acquisition_function nubo.acquisition.analytical nubo.acquisition.monte_carlo nubo.algorithms.environmental_conditions nubo.algorithms.optimise nubo.models.fit nubo.models.gaussian_process nubo.optimisation.adam nubo.optimisation.lbfgsb nubo.optimisation.mixed nubo.optimisation.multipoint nubo.optimisation.singlepoint nubo.optimisation.slsqp nubo.optimisation.utils nubo.test_functions.ackley nubo.test_functions.dixonprice nubo.test_functions.griewank nubo.test_functions.hartmann nubo.test_functions.levy nubo.test_functions.rastrigin nubo.test_functions.schwefel nubo.test_functions.sphere nubo.test_functions.sumsquares nubo.test_functions.test_functions nubo.test_functions.zakharov nubo.utils.generate_inputs nubo.utils.latin_hypercube nubo.utils.transform

multi_joint() (in module nubo.optimisation.multipoint) multi_sequential() (in module nubo.optimisation.multipoint)

N

normalise() (in module nubo.utils.transform) nubo.acquisition.acquisition_function module nubo.acquisition.analytical module nubo.acquisition.monte_carlo module nubo.algorithms.environmental_conditions module nubo.algorithms.optimise module nubo.models.fit module nubo.models.gaussian_process module nubo.optimisation.adam module nubo.optimisation.lbfgsb module nubo.optimisation.mixed module nubo.optimisation.multipoint module nubo.optimisation.singlepoint module nubo.optimisation.slsqp module nubo.optimisation.utils module

nubo.test_functions.ackley module nubo.test_functions.dixonprice module nubo.test_functions.griewank module nubo.test_functions.hartmann module nubo.test_functions.levy module nubo.test_functions.rastrigin module nubo.test_functions.schwefel module nubo.test_functions.sphere module nubo.test_functions.sumsquares module nubo.test_functions.test_functions module nubo.test_functions.zakharov module nubo.utils.generate_inputs module nubo.utils.latin_hypercube module nubo.utils.transform module

O

optimise() (in module nubo.algorithms.optimise)

P

predict() (nubo.algorithms.environmental_conditions.ENVBOPredictionModel method)

R

random() (nubo.utils.latin_hypercube.LatinHypercubeSampling method)

Rastrigin (class in nubo.test_functions.rastrigin)

S

Schwefel (class in nubo.test_functions.schwefel) single() (in module nubo.optimisation.singlepoint) slsqp() (in module nubo.optimisation.slsqp)

Sphere (class in nubo.test_functions.sphere) standardise() (in module nubo.utils.transform) SumSquares (class in nubo.test_functions.sumsquares)

T

TestFunction (class in nubo.test_functions.test_functions)

U

unnormalise() (in module nubo.utils.transform)

UpperConfidenceBound (class in nubo.acquisition.analytical)

Z

Zakharov (class in nubo.test_functions.zakharov)